EngPlain
Category
ML systems, LLMs, evaluation, and AI product features.
5 articles
ChatGPT, Claude, and Gemini the same question, and you may receive three different answers. Even the same model can respond differently when you repeat a prompt. Discover the technical reasons behind these differences, what temperature and context really do, and how to get more consistent AI results.
An invoice exceeds its purchase order by $40. Deterministic rules hold payment while a narrowly scoped model classifies the extra charge without gaining approval authority.
A small open-weights model, trained on real researcher questions, now writes grounded literature reports in about a third of the time of a proprietary pipeline, and anyone can download it and run it themselves.
How to turn an AI agent's failures in your own systems into validated, targeted training tasks, and keep improving as the model gets better.
Liquid AI has introduced DSpark, a new companion model to their vision-language model LFM2.5-VL-3B. It’s built to accomplish one thing well: speed up AI replies without compromising any accuracy. In this Blog , we’ll show you exactly what it does, why it matters and how you can actually run it yourself – on both Windows and Mac.